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2112.03553
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ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images
7 December 2021
B. Le
Simon S. Woo
AAML
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Papers citing
"ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images"
33 / 33 papers shown
Title
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error
Beilin Chu
Xuan Xu
Xin Wang
Y. Zhang
Weike You
Linna Zhou
DiffM
98
1
0
10 Dec 2024
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook
Florinel-Alin Croitoru
Andrei Iulian Hiji
Vlad Hondru
Nicolae-Cătălin Ristea
Paul Irofti
Marius Popescu
Cristian Rusu
Radu Tudor Ionescu
F. Khan
Mubarak Shah
84
2
0
29 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey
Hong-Hanh Nguyen-Le
Van-Tuan Tran
Dinh-Thuc Nguyen
Nhien-An Le-Khac
AAML
102
1
0
26 Nov 2024
ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks
Renshuai Tao
Manyi Le
Chuangchuang Tan
Huan Liu
Haotong Qin
Yao Zhao
32
1
0
24 Oct 2024
DPL: Cross-quality DeepFake Detection via Dual Progressive Learning
Dongliang Zhang
Yunfei Li
Jiaran Zhou
Yuezun Li
29
1
0
10 Oct 2024
Deep Learning Technology for Face Forgery Detection: A Survey
Lixia Ma
Puning Yang
Yuting Xu
Ziming Yang
Peipei Li
Huaibo Huang
40
1
0
22 Sep 2024
UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints
Inzamamul Alam
Muhammad Shahid Muneer
Simon Woo
29
2
0
12 Sep 2024
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection
Chuangchuang Tan
Renshuai Tao
Huan Liu
Guanghua Gu
Baoyuan Wu
Yao Zhao
Yunchao Wei
VLM
94
8
0
19 Aug 2024
Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection
Zifeng Li
Wen-Jun Tang
Shijun Gao
Shuai Wang
Yanxiang Wang
CVBM
31
2
0
03 Aug 2024
Exploring the Impact of Moire Pattern on Deepfake Detectors
Razaib Tariq
Shahroz Tariq
Simon S. Woo
24
0
0
15 Jul 2024
GM-DF: Generalized Multi-Scenario Deepfake Detection
Yingxin Lai
Zitong Yu
Jing Yang
Bin Li
Xiangui Kang
Linlin Shen
24
7
0
28 Jun 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges
Ping Liu
Qiqi Tao
Joey Tianyi Zhou
50
0
0
11 Jun 2024
Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories
Zongmei Chen
Xin Liao
Xiaoshuai Wu
Yanxiang Chen
34
3
0
28 Apr 2024
Artifact Feature Purification for Cross-domain Detection of AI-generated Images
Zheling Meng
Bo Peng
Jing Dong
Tieniu Tan
81
2
0
17 Mar 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection
Yuting Xu
Jian Liang
Lijun Sheng
Xiao-Yu Zhang
42
8
0
15 Mar 2024
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning
Chuangchuang Tan
Yao-Min Zhao
Shikui Wei
Guanghua Gu
Ping Liu
Yunchao Wei
44
8
0
12 Mar 2024
Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection
Chuangchuang Tan
Ping Liu
Renshuai Tao
Huan Liu
Yao-Min Zhao
Baoyuan Wu
Yunchao Wei
31
9
0
11 Mar 2024
Unearthing Common Inconsistency for Generalisable Deepfake Detection
Beilin Chu
Xuan Xu
Weike You
Linna Zhou
24
0
0
20 Nov 2023
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation
Huan Liu
Zichang Tan
Qiang Chen
Yunchao Wei
Yao-Min Zhao
Jingdong Wang
26
8
0
18 Sep 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning
B. Le
Simon S. Woo
AAML
24
27
0
12 Sep 2023
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation
Fahim Faisal Niloy
K. Bhaumik
Simon S. Woo
16
1
0
20 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection
Qichao Ying
Jiaxin Liu
Sheng Li
Haisheng Xu
Zhenxing Qian
Xinpeng Zhang
CVBM
22
7
0
20 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection
Yuting Xu
Jian Liang
Gengyun Jia
Ziming Yang
Yanhao Zhang
R. He
ViT
46
52
0
14 Jul 2023
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection
Chuer Yu
Xuhong Zhang
Yuxuan Duan
Senbo Yan
Zonghui Wang
Yang Xiang
S. Ji
Wenzhi Chen
AAML
27
4
0
30 Mar 2023
Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models
Yuxuan Duan
Xuhong Zhang
Chuer Yu
Zonghui Wang
S. Ji
Wenzhi Chen
AAML
CVBM
11
0
0
23 Mar 2023
Why Do Facial Deepfake Detectors Fail?
B. Le
Shahroz Tariq
A. Abuadbba
Kristen Moore
Simon S. Woo
AAML
17
11
0
25 Feb 2023
Exploring Depth Information for Face Manipulation Detection
Hao Wang
Meiling Li
Sheng Li
Zhenxing Qian
Xinpeng Zhang
CVBM
31
1
0
29 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection
Junke Wang
Zhenxin Li
Chao Zhang
Jingjing Chen
Zuxuan Wu
Larry S. Davis
Yueping Jiang
AAML
30
5
0
12 Dec 2022
Deepfake Detection: A Comprehensive Study from the Reliability Perspective
Tianyi Wang
Xin Liao
Kam-pui Chow
Xiaodong Lin
Yinglong Wang
34
16
0
20 Nov 2022
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario
Yukai Wang
Chunlei Peng
Decheng Liu
N. Wang
Xinbo Gao
39
14
0
05 Jul 2022
Deepfake Detection for Facial Images with Facemasks
D. Ko
Sangjun Lee
Jin-Yeol Park
Saebyeol Shin
Do-Soon Hong
Simon S. Woo
CVBM
8
7
0
23 Feb 2022
Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos
Pengfei Pei
Xianfeng Zhao
Yun Cao
Jinchuan Li
Xiaowei Yi
ViT
19
8
0
15 Dec 2021
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset
Hasam Khalid
Shahroz Tariq
Minha Kim
Simon S. Woo
29
183
0
11 Aug 2021
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